DeepLearningIndaba 2023 Conference Submissions

Africa as a prototype for all future AI harm
Sabelo Mhlambi
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Feasibility of nnUNet Model in MR Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa
Rancy Chepchirchir
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Towards an AI to Win Ghana’s National Science and Maths Quiz
George Boateng, Jonathan Abrefah Mensah, Kevin Takyi Yeboah, William Edor, Andrew Kojo Mensah-Onumah, Naafi Dasana Ibrahim, Nana Sam Yeboah
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
$ Predictive performance of Mixed-Effects Cox regression and Learning Neural Network model with application in agriculture $
Judicaël LALY
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
The Journal: Utilizing AI for Women’s Safety and Empowerment in Urban Areas of Malawi
Nomsa Faith Nungu
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Harnessing Machine Learning for Progress: A Case Study of Ghana
Deborah D. Kanubala, Salomey Osei, Albert Allan Dakyie
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
THE APPLICATIONS OF MACHINE LEARNING IN HEALTH CARE(MEDICAL MICROBIOLOGY)
Ropafadzo Zoe Kwindani
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Afro SpecDetect: A multimodal Transformer-based attributes retrieval system for African fashion images
Nouréini Sayouti Souleymane, Gilles HACHEME
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Building NLP Evaluation Resources with LLMs and Community Engagement for Scale and Depth
Sunipa Dev, Akshita Jha, Jaya Goyal, Dinesh Tewari, Shachi Dave, Vinodkumar Prabhakaran
- 01 Aug 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
multi-stakeholder fairness aware recommendation systems
Daniel Kandie
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Enhancing Cancer Cell Classification through Dataset Augmentation using Conditional Variational Autoencoder (CVAE)
Anita Esi Eshun
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
$$Towards AI Driven Sport Analytics: Basketball as a case study$$
Elisha Jesutofunmi Odemakinde
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Model Extraction Attacks on DistilBERT
Amro Salman, Ayman Saeed, Khalid Elmadani
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
AI-Based Platform For Predicting The Risk of Having NCDs
Ariane Shimirwa
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Point of pivot: cross-lingual embeddings calibration for Southern Nguni and Niger-Congo low-resourced languages.
Thapelo Andrew Sindane, Vukosi Marivate, Michelle Terblanche
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Breaking Barriers: Enabling User-Focused Applications through LLMS
Macphail Magwira
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Forest Auditory Surveillance System
Halimah Bukirwa
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
The Glamorisation of Unpaid Labour: AI and its Influencers
Nana Nwachukwu, Jennafer Shae Roberts, Laura Naomi Montoya
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Brain Tumour Segmentation for Sub-Saharan African Population Using 3D UNet
Abdulquddus Adedayo Ajibade, Kenneth Aguh, Gabriel Babatunde, Adaobi Chiazor Emegoakor, Maruf Adewole
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Complete Machine Learning Package: Technical Report
Jean de Dieu Nyandwi
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
AI for Complex Adaptive Systems in Agric-Food Chains: Enterprise Architecture Perspectives
Ronald Tombe
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
An AI-based approach to the prediction of water points quality indicators for schistosomiasis prevention
Teegwende Zougmore, Bamba Gueye, Sadouanouan MALO
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
Leveraging Wearable IoT Solutions and AI for Improved Orthopaedic Care in Kenya
Antony M. Gitau, Ciira wa Maina
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
DS-I Africa Consortium: Harnessing the power of partnerships for data science in Africa
Amit Mistry, Francis Agamah, Tinotenda Muzambi, Michelle Skelton
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
$Prediction of attacks types in telecommunications network with machine learning$
Mureille Laure Obaya
- 31 Jul 2023 (modified: 07 Dec 2023)
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone